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@Thinklab-SJTU

Thinklab@SJTU

Thinklab at Shanghai Jiao Tong University, led by Prof. Junchi Yan.

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  1. awesome-ml4co awesome-ml4co Public

    Awesome machine learning for combinatorial optimization papers.

    Python 1.7k 205

  2. Bench2Drive Bench2Drive Public

    [NeurIPS 2024 Datasets and Benchmarks Track] Closed-Loop E2E-AD Benchmark Enhanced by World Model RL Expert

    Python 1.3k 86

  3. Awesome-LLM4AD Awesome-LLM4AD Public

    A curated list of awesome LLM for Autonomous Driving resources (continually updated)

    1.1k 53

  4. ThinkMatch ThinkMatch Public

    A research protocol for deep graph matching.

    Python 849 120

  5. R3Det_Tensorflow R3Det_Tensorflow Public

    Code for AAAI 2021 paper: R3Det: Refined Single-Stage Detector with Feature Refinement for Rotating Object

    Python 547 122

  6. Crossformer Crossformer Public

    Official implementation of our ICLR 2023 paper "Crossformer: Transformer Utilizing Cross-Dimension Dependency for Multivariate Time Series Forecasting"

    Python 501 89

Repositories

Showing 10 of 57 repositories
  • ML4CO-Kit Public

    A Python toolkit for Machine Learning (ML) practices for Combinatorial Optimization (CO).

    Thinklab-SJTU/ML4CO-Kit’s past year of commit activity
    C++ 12 2 0 0 Updated Dec 25, 2024
  • Fast-T2T Public

    [NeurIPS2024] Fast T2T: Optimization Consistency Speeds Up Diffusion-Based Training-to-Testing Solving for Combinatorial Optimization; [NeurIPS2023] T2T: From Distribution Learning in Training to Gradient Search in Testing for Combinatorial Optimization

    Thinklab-SJTU/Fast-T2T’s past year of commit activity
    Python 6 0 0 0 Updated Dec 10, 2024
  • Bench2Drive Public

    [NeurIPS 2024 Datasets and Benchmarks Track] Closed-Loop E2E-AD Benchmark Enhanced by World Model RL Expert

    Thinklab-SJTU/Bench2Drive’s past year of commit activity
    Python 1,321 86 12 0 Updated Dec 3, 2024
  • Bench2DriveZoo Public

    BEVFormer, UniAD, VAD in Closed-Loop CARLA Evaluation with World Model RL Expert Think2Drive

    Thinklab-SJTU/Bench2DriveZoo’s past year of commit activity
    Python 181 12 16 1 Updated Dec 2, 2024
  • EDA-AI Public

    Implementations of DeepPlace, PRNet, HubRouter, PreRoutGNN and FlexPlanner.

    Thinklab-SJTU/EDA-AI’s past year of commit activity
    Raku 219 MIT 48 12 0 Updated Nov 26, 2024
  • ReLIZO Public
    Thinklab-SJTU/ReLIZO’s past year of commit activity
    Python 5 0 0 0 Updated Oct 25, 2024
  • PredictiveCO-Benchmark Public

    [NeurIPS 2024 Datasets and Benchmarks Track] Benchmarking PtO and PnO Methods in the Predictive Combinatorial Optimization Regime

    Thinklab-SJTU/PredictiveCO-Benchmark’s past year of commit activity
    Python 17 1 1 0 Updated Oct 24, 2024
  • BiLAF Public

    Official implementation of Our NeurIPS 2024 Paper "Boundary Matters: A Bi-Level Active Finetuning Method"

    Thinklab-SJTU/BiLAF’s past year of commit activity
    Python 10 0 0 0 Updated Oct 23, 2024
  • ROCO Public

    Implementation of our ICLR 2023 paper "ROCO: A General Framework for Evaluating Robustness of Combinatorial Optimization Solvers on Graphs".

    Thinklab-SJTU/ROCO’s past year of commit activity
    C 20 1 0 0 Updated Oct 23, 2024
  • pygmtools Public

    A Python Graph Matching Toolkit.

    Thinklab-SJTU/pygmtools’s past year of commit activity
    Python 313 19 2 0 Updated Oct 21, 2024
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